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Topology-Based Machine-Learning for Modeling Power-System Responses to Contingencies

This is the companion dataset to the presentation NREL/PR-6A20-77485, which was presented at the 2020 Joint Statistical Meeting on August 3, 2020. Developed for the machine-learning predictive modeling of power-system responses to disruptions, it…
power system
graph theory
topological data analysis
simulation
machine learning
resilience
Submitted 08/01/2020 - 08:43 by Brian W Bush

Heavy-Duty Vehicle Activity for EPA MOVES

The U.S. Environmental Protection Agency’s (EPA’s) MOtor Vehicle Emission Simulator (MOVES) is a publicly available tool used by researchers and policymakers to help understand motor vehicle emission sources at a national, county, and project level…
Fleet DNA
CE-CERT
on-road
heavy-duty vehicles
start and idle activity
MOVES.
Submitted 06/04/2021 - 13:00 by Chen Zhang

Residential Loads May 2, 2016

Power measurements for various residential appliances in the System Performance Lab (SPL) in the Energy System Integration Facility (ESIF). This data set was collected as part of a project evaluating a new type of power meter that can reduce the cost of…
NREL
energy
data
residential
appliances
buildings
ESIF
energy management
Energy System Integration Facility
demand response
Air Conditioner
Range
Oven
Dishwasher
Clothes Washer
Clothes Dryer
Lights
Refrigerator
power meter
submetering
Submitted 06/14/2016 - 09:41 by Bethany Sparn

Microgrid Load and LCOE Modelling Results

These tools are designed to inform high level thinking around micro-grid load and tariff considerations in sub-Saharan Africa. There are two related tools in this dataset: 1. Microgrid REopt LCOE Results Explorer. The purpose of this tool is to display…
tariff
microgrid
minigrid
micro-grid
LCOE
load profile
REopt
Africa
hybrid
diesel
battery
solar PV
electrification
energy access
Submitted 01/04/2018 - 13:36 by Tim Reber